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Head-to-head · Experiment Tracking

ClearML vs Domino Data Lab

  • Updated Sep 2026
  • Both researched from official sources
  • 4 checks side by side
Higher score ClearML #3 in Experiment Tracking 7.7/10 Free plan · paid from $15/user/mo Free plan✓ 0 of 3 features Visit ClearML
Domino Data Lab #7 in Experiment Tracking 6.9/10 Pricing on request ✓ 3 of 3 features Try Domino Data Lab

ClearML leads on 1 check, Domino Data Lab on 3, and 0 are even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreClearML · 7.7/10
  • Free planonly ClearML
  • Most featuresDomino Data Lab · 3 of 3

ClearML scores higher on our rubric for experiment tracking: 7.7 against 6.9 out of 10; our editors rank them #3 and #7.

ClearML offers free plan; Domino Data Lab doesn't. Domino Data Lab offers self-hosted option; ClearML doesn't publish it. Domino Data Lab offers artifact storage; ClearML doesn't publish it. Domino Data Lab offers run comparison; ClearML doesn't publish it.

ClearML is the better fit for teams wanting open-source tracking with deployment options. Domino Data Lab is the better fit for enterprise teams prioritizing reproducibility and governance.

  • ClearML fits best

    Teams wanting open-source tracking with deployment options

  • Domino Data Lab fits best

    Enterprise teams prioritizing reproducibility and governance

Advertiser disclosure: iTechGuides is reader-supported. We may earn a commission when you click some links. How we rank.

Side by side

Feature ClearML 7.7/10 Visit ↗ Domino Data Lab 6.9/10 Visit ↗
At a glance
Editor score 7.7 6.9
Ranking #3 in Experiment Tracking #7 in Experiment Tracking
Best for Teams wanting open-source tracking with deployment options Enterprise teams prioritizing reproducibility and governance
Pricing model Free plan + paid Paid
Starting price $15/user/mo Not published
Free plan ✓ (best) —
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web
Support Email, Community, Docs Docs, Tickets · 24/7
Compliance GDPR, SSO/SAML SOC 2, ISO 27001, GDPR, HIPAA
Integrations 12 integrations 7 integrations
Built for Solo, Small business, Mid-market, Enterprise Enterprise
Features ClearML 0/3 · Domino Data Lab 3/3
Self-hosted option Not published ✓ (best)
Artifact storage Not published ✓ (best)
Run comparison Not published ✓ (best)
Specs
Free plan seats Not published Not published
Version control Not published Multiple
Deployment options Not published Both
Our review
Pros
  • Tracks metrics, plots, logs, artifacts, and experiment comparisons
  • Connects dataset versioning, model management, and pipeline orchestration
  • Offers hosted SaaS and self-hosted deployment options
  • Automatically records code, packages, data, and project lineage
  • Compares runs and lets teams search and inspect experiments
  • Offers managed cloud and self-managed VPC or on-premises plans
Cons
  • Pro adds usage-based storage and activity charges to its monthly price
  • Scale and Enterprise use quote-based pricing
  • Some capabilities, including RBAC and LDAP, are Enterprise-tier features
  • Quote-based pricing makes plan costs harder to compare
  • No free plan is offered
  • Its scope extends well beyond experiment tracking into model operations
Our verdict

ClearML brings experiment tracking together with dataset and model management, workflow orchestration, compute scheduling, and model serving. It is suited to data scientists and ML engineering teams that want to manage more of the model…

Read the review →

Domino Data Lab brings experiment tracking into an enterprise AI platform for teams developing and operating machine-learning and AI applications. It is suited to organizations that need reproducible work and governance alongside…

Read the review →
  1. ClearMLExperiment Tracking 7.7Free plan · paid from $15/user/mo
  2. Domino Data LabExperiment Tracking 6.9Pricing on request

Strengths and trade-offs

  • ClearML — where it wins

    • Tracks metrics, plots, logs, artifacts, and experiment comparisons
    • Connects dataset versioning, model management, and pipeline orchestration
    • Offers hosted SaaS and self-hosted deployment options

    Where it doesn't

    • Pro adds usage-based storage and activity charges to its monthly price
    • Scale and Enterprise use quote-based pricing
    • Some capabilities, including RBAC and LDAP, are Enterprise-tier features

  • Domino Data Lab — where it wins

    • Automatically records code, packages, data, and project lineage
    • Compares runs and lets teams search and inspect experiments
    • Offers managed cloud and self-managed VPC or on-premises plans

    Where it doesn't

    • Quote-based pricing makes plan costs harder to compare
    • No free plan is offered
    • Its scope extends well beyond experiment tracking into model operations
  • ClearML7.7/10 · Free plan · paid from $15/user/mo

    A broad experiment-tracking and MLOps toolkit with hosted and self-hosted options.

    Visit ClearMLFull verdict →
  • Domino Data Lab6.9/10 · Pricing on request

    A governance-focused experiment platform with managed cloud and self-managed deployment options.

    Try Domino Data LabFull verdict →

More comparisons

All experiment tracking comparisons → · Full ranking →

Guides on experiment tracking

Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026

Last updated · How we research and update